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Papers matching “model learning” 877

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A machine-learning-based approach for railway excitation force prediction
2026 Railway Sciences article Engineering Railway Engineering and Dynamics Open access

Hauke Gerjet Schmidt, Gang Chen, Guozhen Jing, Daniel Zinken

0

citations
How to Model Your Crazyflie Brushless
2026 Proceedings - IEEE International Conference on Robotics and Automation/Proceedings conference-paper Engineering Aerospace Engineering and Control Systems Open access

Alexander Gräfe, Christoph Scherer, Wolfgang Hönig, Sebastian Trimpe

0

citations
Deep learning characterization of stress-state-dependent anisotropic ductile damage
2026 International Journal of Mechanical Sciences article Engineering Metal Forming Simulation Techniques Open access

Zhichao Wei, Yijia Mo, Shuwei Zhou, Steffen Gerke, Sebastian Münstermann, Michael Brünig

9

citations
Acquiring Process Knowledge in Extrusion-Based Additive Manufacturing via Interpretable Machine Learning
2023 Polymers article Engineering Additive Manufacturing and 3D Printing Technologies Open access

Lukas Pelzer, Tobias Schulze, Daniel Buschmann, Chrismarie Enslin, Robert Heinrich Schmitt, Christian Hopmann

9

citations
System Requirements for Decentralised Collaborative Machine Learning in Industry 4.0
2025 IEEE/ACM International Conference on Big Data Computing, Applications and Technologies (BDCAT) conference-paper Engineering Digital Transformation in Industry Open access

Sylwia Olbrych, Hans Aoyang Zhou, Anas Abdelrazeq, Robert H. Schmitt

0

citations
Explainable Machine Learning for prediction and monitoring of compressive strength in LC3 production
2026 Zenodo (CERN European Organization for Nuclear Research) preprint Engineering Mineral Processing and Grinding Open access

Thorsten Kalb, Ismael Kithinji Kinoti, Wilson Ricardo Leal da Silva, Chiara Masiero, Gian Antonio Susto

0

citations
Explainable Machine Learning for prediction and monitoring of compressive strength in LC3 production
2026 Zenodo (CERN European Organization for Nuclear Research) preprint Engineering Concrete and Cement Materials Research Open access

Thorsten Kalb, Ismael Kithinji Kinoti, Wilson Ricardo Leal da Silva, Chiara Masiero, Gian Antonio Susto

0

citations
Machine learning for image analysis in the cervical spine: Systematic review of the available models and methods
2022 Brain and Spine review Engineering Medical Imaging and Analysis Open access

Caroline M.W. Goedmakers, Leonie Pereboom, Jan W. Schoones, M. L. de Leeuw den Bouter, R.F. Remis, Marius Staring, +1 more

10

citations
LiDAR-based mmwave beam prediction: a hardware-aware trade-off analysis of classical machine learning, deep learning, and hybrid approaches
2025 RWTH Publications (RWTH Aachen) dissertation Engineering Millimeter-Wave Propagation and Modeling Open access

Barış Sayitoğlu

0

citations
A Robust CSI-Based Wi-Fi Passive Sensing Method Using Attention Mechanism Deep Learning
2023 IEEE Internet of Things Journal article Engineering Indoor and Outdoor Localization Technologies

Zhengran He, Xixi Zhang, Yu Wang, Yun Lin, Guan Gui, Haris Gacanin

66

citations
Stereoscopic three‐dimensional visualisation technology in anatomy learning: A meta‐analysis
2020 Medical Education article Engineering Anatomy and Medical Technology Open access

Katerina Bogomolova, Beerend P. Hierck, Agnes E. M. Looijen, Johanne N. M. Pilon, Hein Putter, Bruce C. Wainman, +2 more

66

citations
Machine learning for predicting sense of place among hybrid workers: A SHAP-based analysis of key factors
2025 Wellbeing Space and Society article Engineering Facilities and Workplace Management Open access

Cyryl Garus

4

citations
Machine Learning-Based Modeling of Valve Solenoids
2025 ASME International Design Engineering Technical Conferences and Computers and Information in Engineering Conference (IDETC/CIE) conference-paper Engineering Hydraulic and Pneumatic Systems

Simon Hucko, Katharina Schmitz

0

citations
Spatial Link Prediction: Learning topological relationships in MEP systems
2025 Advanced Engineering Informatics article Engineering BIM and Construction Integration Open access

Christoph Emunds, Jérôme Frisch, Christoph van Treeck

6

citations
Surface Roughness Prediction in Hard Turning (Finishing) of 16MnCr5 Using a Model Ensemble Approach
2024 Procedia CIRP article Engineering Advanced machining processes and optimization Open access

Jannis Jacob, Markus Meurer, Thomas Bergs

5

citations
Hybrid model approaches for compensating environmental influences in machine tools using integrated sensors
2020 at - Automatisierungstechnik article Engineering Advanced Measurement and Metrology Techniques

Philipp Dahlem, Mark P. Sanders, Herberth Birck Fröhlich, Robert Heinrich Schmitt

5

citations
Grey-box model for tool wear monitoring in gear hobbing
2026 Procedia CIRP article Engineering Advanced machining processes and optimization Open access

Steffen Hendricks, Mareike Davidovic, Christian Westphal, Thomas Bergs

0

citations
A causal perspective on Machine Learning for concrete quality predictions and data-driven mixture optimization
2026 Zenodo (CERN European Organization for Nuclear Research) preprint Engineering Concrete and Cement Materials Research Open access

Thorsten Kalb, Anil Esen, Elsa Qoku, Thomas Matschei, Chiara Masiero, Gian Antonio Susto

0

citations
A Learning-Based Control Barrier Function for Car-Like Robots: Toward Less Conservative Collision Avoidance
2025 European Control Conference (ECC) conference-paper Engineering Robotic Path Planning Algorithms Open access

Jianye Xu, Bassam Alrifaee

1

citations
A hybrid skill parameterisation model combining symbolic and subsymbolic elements for introspective robots
2022 Robotics and Autonomous Systems article Engineering Robot Manipulation and Learning Open access

Alex Mitrevski, Paul G. Plöger, Gerhard Lakemeyer

6

citations
A Joint Data- and Model-Driven Approach Simulating the Behaviour of a Walkalong Glider
2023 preprint Engineering Aerospace and Aviation Technology Open access

Dieuwertje Alblas, Mark van den Bosch, Vivi Rottschäfer, Felix L. Schwenninger, Len Spek, Lotte Weedage, +1 more

0

citations
Datasets from "MaskTerial: A Foundation Model for Automated 2D Material Flake Detection"
2024 JuSER (Forschungszentrum Jülich) article Engineering Industrial Vision Systems and Defect Detection Open access

Jan-Lucas Uslu, Alexander Hermans, Bernd Beschoten, Bastian Leibe, Lutz Waldecker, Christoph Stampfer

0

citations
Using machine learning to predict paperboard properties – a case study
2022 Nordic Pulp & Paper Research Journal article Engineering Material Properties and Processing

Rosario Othen, Frederik Cloppenburg, Thomas Gries

5

citations
State-of-health estimation of lithium-ion batteries subjected to different ageing conditions via electrochemical impedance spectroscopy and machine learning
2026 Journal of Energy Storage article Engineering Battery Modeling and Management Open access

Emmanuel Ezeoba, Sehriban Celik, Gereon Karsten Stahl, Dirk Uwe Sauer

0

citations
Spatiotemporal prediction of maritime traffic based on hybrid SATM-ConvLSTM model in inland rivers
2026 Ocean & Coastal Management article Engineering Maritime Navigation and Safety Open access

Tianming Wei, Jingxian Liu, Zhengyuan Liu, Lan Song

0

citations